Build RAG Applications: Get Started
Completed by Nelson Lewis
June 27, 2025
6 hours (approximately)
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What you will learn
Develop a practical understanding of Retrieval-Augmented Generation (RAG)
Design user-friendly, interactive interfaces for RAG applications using Gradio
Learn about LlamaIndex, its uses in building RAG applications, and how it contrasts with LangChain
Build RAG applications using LangChain and LlamaIndex in Python
Skills you will gain
- Category: Large Language Modeling
- Category: Prompt Engineering
- Category: Vector Databases
- Category: Embeddings
- Category: LLM Application
- Category: AI Workflows
- Category: Model Deployment
- Category: Retrieval-Augmented Generation
